heterogeneity of country pairs. To deal with the zero trade flow problem, we apply the Poisson
pseudo-maximum likelihood (PPML) model. To overcome the problem caused using
aggregated trade data, we undertake the analysis using product-level trade data at SITC 2
digit level.